Tiktok - Seattle, WA

posted about 1 month ago

Full-time - Manager
Seattle, WA
Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services

About the position

The Tech Lead Manager for the Data-E-commerce-Global Supply Chain and Logistics team at TikTok is responsible for optimizing the logistics and warehousing network through data analysis and machine learning. This role involves leading a small team, enhancing operational efficiency, and improving user experience in global e-commerce services.

Responsibilities

  • Develop and maintain a global logistics and warehousing network by leveraging data analysis, machine learning, and operational research methodologies.
  • Generate a comprehensive data portrait of the supply chain in various dimensions, such as vendors, commodities, origin points, inventory, production capabilities, and order fulfillment quality.
  • Establish data-driven methodologies for control and adjustment to improve operational outcomes and user experience.
  • Identify and highlight global e-commerce trends to optimize the supply of e-commerce commodities, forecast demand, suggest vendor stocking, and enhance production capacity.
  • Lead and manage a small team, providing guidance and ensuring project timelines are met.
  • Contribute to the construction and enhancement of the smart supply chain through business-focused data mining and continuous algorithm iteration.
  • Build optimization models and design algorithms for decision support.
  • Engage with clients to understand their business challenges and present results, partnering with Operations and R&D teams.

Requirements

  • Hold a Master's degree or higher in Computer Science, Automation, Statistics, Mathematics, Logistics, or Operations Research.
  • Experience in solving LP/IP problems using tools such as Gurobi, CPLEX, SCIP, ORTools, and proficient in programming languages such as Python, Go, Java, or C++.
  • Demonstrable skills and experience in machine learning, data analytics, and feature engineering.
  • Self-driven with a solid understanding of the underlying logic of the business and the ability to adapt to rapid business changes.
  • Excellent communication skills and effective team leadership.

Nice-to-haves

  • Experience in applying logistics-related algorithms in the e-commerce sector.
  • Optimization experience in large-scale operations research problems.
  • Familiarity with various heuristic algorithms.
  • Previous experience leading and managing a technical team in a fast-paced environment.

Benefits

  • Medical, dental, and vision insurance from day one.
  • 401(k) savings plan with company match.
  • Paid parental leave.
  • Short-term and long-term disability coverage.
  • Life insurance.
  • Wellbeing benefits.
  • 10 paid holidays per year.
  • 10 paid sick days per year.
  • 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
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